Dynamic Sampling from Graphical Models.
Weiming FengNisheeth K. VishnoiYitong YinPublished in: SIAM J. Comput. (2021)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- random variables
- approximate inference
- probabilistic inference
- probabilistic graphical models
- conditional random fields
- bayesian networks
- structure learning
- statistical inference
- map inference
- exact inference
- belief networks
- markov networks
- conditional independence
- undirected graphical models
- random sampling
- factor graphs
- message passing
- markov logic networks
- loopy belief propagation
- structural learning
- possibilistic networks
- gaussian graphical models
- nonparametric belief propagation